A Simple, Effective Way To Improve Neural Net Classification: Ensembling Unit Activations With A Sparse Oblique Decision Tree.
Arman ZharmagambetovMiguel Á. Carreira-PerpiñánPublished in: ICIP (2021)
Keyphrases
- decision trees
- neural nets
- predictive accuracy
- classification models
- machine learning algorithms
- machine learning
- classification accuracy
- classification rules
- base classifiers
- feed forward
- neural network
- decision tree algorithm
- pattern classification
- rule sets
- classification algorithm
- support vector machine svm
- real time
- image classification
- supervised learning
- naive bayes
- counter propagation
- artificial intelligence
- feature selection
- support vector machine
- back propagation
- training samples
- multi class
- high dimensional
- feature space
- support vector
- feature extraction
- generalization ability
- ensemble classifier
- graph cuts
- backpropagation neural networks